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tensorflowjs_2022-01-15_20-50-32.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2022
Short Description:
tensorflowjs via NodeXL https://bit.ly/3rpF9Ji
@javascriptflx
@botfordev
@pythonbot_
@mohsen74500451
@goaidev
@_funbot
@satyajit1910
@myteweb
@jason_mayes
@cursosdeprogra1

Top hashtags:
#tensorflow
#javascript
#tensorflowjs
#ml
#machinelearning
#ai
#edx
#typescript

Description:
Description
The graph represents a network of 136 Twitter users whose tweets in the requested range contained "tensorflowjs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 January 2022 at 04:51 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 12-hour, 38-minute period from Sunday, 02 January 2022 at 01:22 UTC to Saturday, 15 January 2022 at 14:01 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 136
Unique Edges : 66
Edges With Duplicates : 477
Total Edges : 543
Number of Edge Types : 5
Retweet : 186
MentionsInRetweet : 203
Tweet : 100
Replies to : 21
Mentions : 33
Self-Loops : 102
Reciprocated Vertex Pair Ratio : 0.0344827586206897
Reciprocated Edge Ratio : 0.0666666666666667
Connected Components : 22
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 404
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.890476
Graph Density : 0.00816993464052288
Modularity : 0.268755
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 136 Twitter users whose tweets in the requested range contained "tensorflowjs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 January 2022 at 04:51 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 12-hour, 38-minute period from Sunday, 02 January 2022 at 01:22 UTC to Saturday, 15 January 2022 at 14:01 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : tensorflowjs
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[201] https://exchange.scale.com/public/blogs/how-to-build-next-generation-web-based-ml-apps-using-tensorflowjs-with-google
[10] https://dev.to/mohsenkamrani/hello-world-with-tensorflowjs-1jon
[6] https://developer.ibm.com/patterns/making-music-with-the-max-human-pose-estimator-and-tensorflowjs/
[5] https://www.amazon.com.br/gp/new-releases/books/13984937011/ref=zg_bs_tab_t_bsnr
[4] https://www.udemy.com/course/machine-learning-with-javascript/?irpid=2840738&ircid=5420&clickid=&irgwc=1
[3] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[2] https://developer.ibm.com/articles/compare-deep-learning-frameworks/
[1] https://twitter.com/youtoy/status/1482066175391531008
[1] https://twitter.com/i/web/status/1481826687394451463
[1] https://twitter.com/i/web/status/1481812532360884232

Top URLs in Tweet in G1:
[112] https://exchange.scale.com/public/blogs/how-to-build-next-generation-web-based-ml-apps-using-tensorflowjs-with-google
[1] https://www.amazon.com.br/gp/new-releases/books/13984937011/ref=zg_bs_tab_t_bsnr
[1] https://twitter.com/youtoy/status/1482066175391531008

Top URLs in Tweet in G2:
[3] https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
[1] https://glitch.com/edit/#!/tensorflowjs-fashion-mnist-classifier?path=script.js%3A1%3A0

Top URLs in Tweet in G3:
[23] https://exchange.scale.com/public/blogs/how-to-build-next-generation-web-based-ml-apps-using-tensorflowjs-with-google
[6] https://dev.to/mohsenkamrani/hello-world-with-tensorflowjs-1jon
[2] https://developer.ibm.com/articles/compare-deep-learning-frameworks/
[1] https://e2e.utopiops.com/image-classification-with-tensorflowjs-without-knowing-ml

Top URLs in Tweet in G4:
[17] https://exchange.scale.com/public/blogs/how-to-build-next-generation-web-based-ml-apps-using-tensorflowjs-with-google
[4] https://www.amazon.com.br/gp/new-releases/books/13984937011/ref=zg_bs_tab_t_bsnr
[2] https://www.udemy.com/course/machine-learning-with-javascript/?irpid=2840738&ircid=5420&clickid=&irgwc=1
[1] https://twitter.com/i/web/status/1481812532360884232
[1] https://twitter.com/i/web/status/1481826687394451463

Top URLs in Tweet in G5:
[49] https://exchange.scale.com/public/blogs/how-to-build-next-generation-web-based-ml-apps-using-tensorflowjs-with-google

Top URLs in Tweet in G6:
[4] https://dev.to/mohsenkamrani/hello-world-with-tensorflowjs-1jon
[2] https://www.udemy.com/course/machine-learning-with-javascript/?irpid=2840738&ircid=5420&clickid=&irgwc=1
[1] https://ozenero.com/tensorflowjs-tutorial-introduction-to-tensorflow-js-and-core-concepts
[1] https://res.cloudinary.com/practicaldev/image/fetch/s--aWTNgThb--/c_limit%252Cf_auto%252Cfl_progressive%252Cq_auto%252Cw_880/https%3A//cdn.hashnode.com/res/hashnode/image/upload/v1640330593737/sunMxNPAi.png
[1] https://randomwalkjapan.blogspot.com/2020/12/tensorflowjsthe-world-of-tensorflowjs.html?spref=tw
[1] https://github.com/ntedgi/node-efficientnet
[1] https://www.obda.or.jp/press-release/20220107.html
[1] https://twitter.com/i/web/status/1481586796278722566
[1] https://twitter.com/i/web/status/1481698598349910022

Top URLs in Tweet in G7:
[1] https://www.twitch.tv/bekahhw/
[1] https://www.amazon.com/gp/product/1492090794/ref=as_li_qf_asin_il_tl?ie=UTF8&tag=gant0d-20&creative=9325&linkCode=as2&creativeASIN=1492090794&linkId=9b7b356b7b13efdaf9d34bfa47f7a6ee

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=61jYk4a8wkE&t=101s

[1] https://charmedlabs.com/default/announcing-pixy2/
[1] https://hpssjellis.github.io/tensorflowjs-bvh/index.html
[1] https://github.com/hpssjellis?tab=repositories
[1] https://twitter.com/KenjiASABA/status/1440254576272166917

Top Domains
Top Domains in Tweet in Entire Graph:
[201] scale.com
[10] dev.to
[8] ibm.com
[7] twitter.com
[5] com.br
[4] udemy.com
[3] edx.org
[2] github.com
[1] or.jp
[1] youtube.com

Top Domains in Tweet in G1:
[112] scale.com
[1] com.br
[1] twitter.com

Top Domains in Tweet in G2:
[3] edx.org
[1] glitch.com

Top Domains in Tweet in G3:
[23] scale.com
[6] dev.to
[2] ibm.com
[1] utopiops.com

Top Domains in Tweet in G4:
[17] scale.com
[4] com.br
[2] twitter.com
[2] udemy.com

Top Domains in Tweet in G5:
[49] scale.com

Top Domains in Tweet in G6:
[4] dev.to
[2] udemy.com
[2] twitter.com
[1] ozenero.com
[1] cloudinary.com
[1] blogspot.com
[1] github.com
[1] or.jp

Top Domains in Tweet in G7:
[1] twitch.tv
[1] amazon.com

Top Domains in Tweet in G8:
[1] youtube.com
[1] charmedlabs.com
[1] github.io
[1] github.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[150] tensorflow
[95] javascript
[21] tensorflowjs
[18] ml
[18] machinelearning
[18] ai
[12] edx
[11] typescript
[11] js
[9] deeplearning



Top Hashtags in Tweet in G1:
[115] tensorflow
[4] p5js
[4] mediapipe
[4] madewithtfjs
[3] tensorflowjs
[1] javascript
[1] angular
[1] typescript

Top Hashtags in Tweet in G2:
[12] edx
[10] machinelearning
[10] js
[1] tensorflowjs
[1] ml
[1] madewithtfjs
[1] education
[1] learn
[1] free
[1] course

Top Hashtags in Tweet in G3:
[27] javascript
[12] tensorflow
[8] tensorflowjs
[8] opensource
[8] deeplearning
[8] framework
[8] ml
[8] ai
[6] devcommunity
[3] artificialintelligence

Top Hashtags in Tweet in G4:
[15] tensorflow
[10] javascript
[4] tensorflowjs
[4] angular
[4] typescript
[3] datascience
[2] ml
[2] machinelearning

Top Hashtags in Tweet in G5:
[49] javascript

Top Hashtags in Tweet in G6:
[2] datascience
[2] machinelearning
[1] うひーメモ
[1] 海外tech
[1] tensorflow
[1] madewithtfjs
[1] tensorflowjs
[1] mediapipe
[1] ai
[1] js

Top Hashtags in Tweet in G7:
[2] tensorflowjs
[1] madewithtfjs
[1] javascript
[1] ai
[1] ml

Top Hashtags in Tweet in G8:
[2] bvh
[1] portenta
[1] machinelearning
[1] highschool
[1] teacher
[1] tinyml
[1] sweatsensors
[1] k
[1] na
[1] cl

Top Hashtags in Tweet in G9:
[6] 100daysofcode
[6] python
[6] javascript
[6] typescript
[6] developer
[6] tensorflow
[6] pytorch
[1] ai
[1] deeplearning
[1] tensorflowjs

Top Hashtags in Tweet in G10:
[5] googledocs
[1] googleappsscript
[1] tensorflowjs
[1] tfjs
[1] embedding

Top Words
Top Words in Tweet in Entire Graph:
[227] tensorflow
[221] javascript
[214] js
[210] ml
[209] use
[203] based
[202] blog
[201] create
[150] #tensorflow
[95] #javascript

Top Words in Tweet in G1:
[115] #tensorflow
[112] use
[112] tensorflow
[112] js
[112] create
[112] javascript
[112] based
[112] ml
[112] blog
[62] pythonbot_

Top Words in Tweet in G2:
[14] course
[14] jason_mayes
[12] over
[12] writing
[12] #edx
[11] demo
[11] part
[10] curious
[10] #machinelearning
[10] made

Top Words in Tweet in G3:
[35] tensorflow
[27] js
[27] ml
[27] #javascript
[23] javascriptflx
[23] use
[23] create
[23] javascript
[23] based
[23] blog

Top Words in Tweet in G4:
[31] javascript
[19] ml
[17] use
[17] tensorflow
[17] js
[17] create
[17] based
[17] blog
[15] #tensorflow
[14] machine

Top Words in Tweet in G5:
[49] use
[49] tensorflow
[49] js
[49] create
[49] javascript
[49] based
[49] ml
[49] blog
[49] #javascript
[22] javascriptflx

Top Words in Tweet in G6:
[8] tensorflow
[6] learning
[5] machine
[5] world
[5] js
[4] hello
[4] javascript
[4] tensorflowjs
[3] ai
[3] using

Top Words in Tweet in G7:
[7] tensorflowjs
[6] gantlaborde
[5] tomorrow
[5] 1st
[5] livestream
[5] year
[5] bringing
[5] back
[5] giveaways
[5] amazing

Top Words in Tweet in G8:
[8] tensorflowjs
[5] github
[4] highvis_supply
[3] rocksetta
[2] overly
[2] complicated
[2] worth
[2] effort
[2] use
[2] #bvh

Top Words in Tweet in G9:
[6] artificial
[6] intelligence
[6] still
[6] early
[6] #100daysofcode
[6] #python
[6] #javascript
[6] #typescript
[6] #developer
[6] #tensorflow

Top Words in Tweet in G10:
[5] proof
[5] concept
[5] semantic
[5] search
[5] inside
[5] opened
[5] #googledocs
[5] ask
[5] question
[5] add

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[211] tensorflow,js
[201] use,tensorflow
[201] js,create
[201] create,javascript
[201] javascript,based
[201] based,ml
[201] ml,blog
[123] blog,#tensorflow
[78] blog,#javascript
[73] pythonbot_,use

Top Word Pairs in Tweet in G1:
[112] use,tensorflow
[112] tensorflow,js
[112] js,create
[112] create,javascript
[112] javascript,based
[112] based,ml
[112] ml,blog
[112] blog,#tensorflow
[62] pythonbot_,use
[4] machinelearnflx,use

Top Word Pairs in Tweet in G2:
[10] curious,#machinelearning
[10] #machinelearning,made
[10] made,#js
[10] #js,demo
[10] demo,part
[10] part,upcoming
[10] upcoming,course
[10] course,writing
[10] writing,over
[10] over,#edx

Top Word Pairs in Tweet in G3:
[27] tensorflow,js
[23] javascriptflx,use
[23] use,tensorflow
[23] js,create
[23] create,javascript
[23] javascript,based
[23] based,ml
[23] ml,blog
[23] blog,#javascript
[8] tensorflow,open

Top Word Pairs in Tweet in G4:
[17] use,tensorflow
[17] tensorflow,js
[17] js,create
[17] create,javascript
[17] javascript,based
[17] based,ml
[17] ml,blog
[14] machine,learning
[11] pythonbot_,use
[11] blog,#tensorflow

Top Word Pairs in Tweet in G5:
[49] use,tensorflow
[49] tensorflow,js
[49] js,create
[49] create,javascript
[49] javascript,based
[49] based,ml
[49] ml,blog
[49] blog,#javascript
[22] javascriptflx,use

Top Word Pairs in Tweet in G6:
[5] machine,learning
[5] world,tensorflow
[5] tensorflow,js
[4] hello,world
[2] learning,javascript
[2] javascript,master
[2] master,machine
[2] learning,scratch
[2] scratch,using
[2] using,javascript

Top Word Pairs in Tweet in G7:
[5] tomorrow,1st
[5] 1st,tensorflowjs
[5] tensorflowjs,livestream
[5] livestream,year
[5] year,bringing
[5] bringing,back
[5] back,giveaways
[5] giveaways,amazing
[5] amazing,gantlaborde
[5] gantlaborde,whose

Top Word Pairs in Tweet in G8:
[4] tensorflowjs,github
[3] highvis_supply,tensorflowjs
[3] rocksetta,tensorflowjs
[2] overly,complicated
[2] complicated,worth
[2] worth,effort
[2] tensorflowjs,good

Top Word Pairs in Tweet in G9:
[6] artificial,intelligence
[6] intelligence,still
[6] still,early
[6] early,#100daysofcode
[6] #100daysofcode,#python
[6] #python,#javascript
[6] #javascript,#typescript
[6] #typescript,#developer
[6] #developer,#tensorflow
[6] #tensorflow,#pytorch

Top Word Pairs in Tweet in G10:
[5] proof,concept
[5] concept,semantic
[5] semantic,search
[5] search,inside
[5] inside,opened
[5] opened,#googledocs
[5] #googledocs,ask
[5] ask,question
[5] question,add
[5] add,answer

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pythonbot_
@javascriptflx
@jason_mayes
@mohsen74500451
@tensorflowjs
@gantlaborde
@ivankutil
@github
@yoshi_hide_ban
@datascience__

Top Mentioned in G1:
@pythonbot_
@machinelearnflx
@datascience__
@youtoy
@cursosdeprogra1

Top Mentioned in G2:
@jason_mayes
@huggingface
@osanseviero
@glitch
@anildash
@mervenoyann
@danfojs
@gujjarmukunda
@ivankutil
@yeemachine

Top Mentioned in G3:
@javascriptflx
@mohsen74500451
@hashnode
@mytebox
@myteweb
@thepracticaldev

Top Mentioned in G4:
@pythonbot_
@javascriptflx
@dd_bun_
@cursosdeprogra1
@biancaxis
@cltzaum
@lucasoft_co_uk
@dd_nana_

Top Mentioned in G5:
@javascriptflx

Top Mentioned in G7:
@gantlaborde
@bekahhw
@oreillymedia

Top Mentioned in G8:
@tensorflowjs
@github
@arduino
@charmedlabs

Top Mentioned in G9:
@yoshi_hide_ban

Top Mentioned in G10:
@ivankutil

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@javascriptd
@ipythonistabot
@morolswediu
@coder_487
@truthglow
@fabriciosx
@hubofml
@_funbot

Top Tweeters in G1:
@coder_487
@machinelearnflx
@dirac7
@datascience__
@junjudapi
@pythonbot_
@edrc30
@samadovaabditch
@shybot7
@kostandinokrem3

Top Tweeters in G2:
@thecuriousluke
@anildash
@subhobrata1
@bluesura
@mervenoyann
@jason_mayes
@risingodegua
@giulianobertoti
@glitch
@osanseviero

Top Tweeters in G3:
@_funbot
@opensource_orgs
@blkhwk0ps
@satyajit1910
@goaidev
@lala35539674
@thefierybot
@thepracticaldev
@spaceryda
@hashnode

Top Tweeters in G4:
@chidambara09
@botfordev
@nvsdata
@dd_nana_
@lucasoft_co_uk
@dd_bun_
@pythonbotbr
@theangularbot
@biancaxis
@cltzaum

Top Tweeters in G5:
@javascriptd
@morolswediu
@truthglow
@fabriciosx
@javascriptflx
@lincolnmunene9
@dev_bot9190
@readtechhere
@_jakashi
@ldcvia

Top Tweeters in G6:
@uhiiman
@m157q_news_rss
@feedpushr
@dd_fafa_
@dd_wen_
@hsianghui
@mathieupiton
@reshamas
@ponpokofamilly
@marmooznet

Top Tweeters in G7:
@magnifyk
@oreillymedia
@jamesqquick
@bekahhw
@shrutibalasa
@gantlaborde
@jesserweigel
@mayur_fc

Top Tweeters in G8:
@highvis_supply
@arduino
@github
@rocksetta
@charmedlabs
@tensorflowjs

Top Tweeters in G9:
@xaelbot
@ipythonistabot
@hubofml
@bills_bot
@codailychalleng
@yoshi_hide_ban

Top Tweeters in G10:
@jonnywathen
@ceterio
@ivankutil
@me__emi__